Towards a Rigorous Analysis of Mutual Information in Contrastive Learning.
Kyungeun LeeJaeill KimSuhyun KangWonjong RheePublished in: CoRR (2023)
Keyphrases
- mutual information
- learning process
- prior knowledge
- learning systems
- learning algorithm
- information systems
- image processing
- decision trees
- unsupervised learning
- reinforcement learning
- quantitative analysis
- knowledge acquisition
- image registration
- incremental learning
- information theoretic
- learning problems
- supervised learning
- inductive learning
- elementary school
- background knowledge
- online learning
- database
- image analysis
- feature space
- similarity measure
- genetic algorithm